Byte-Sized-Chunks. Decision Trees and Random Forests

mp4   Hot：193   Size：1.08 GB   Created：2019-02-04 01:03:08   Update：2021-12-13 15:16:39  

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File List

  • 19. Back on the Titanic - Cross Validation and Random Forests.mp4 98.1 MB
    04. Branching out - Information Gain.mp4 91.73 MB
    03. Growing the Tree - Decision Tree Learning.mp4 73.23 MB
    09. Titanic : Decision Trees predict Survival (Kaggle) - I.mp4 72.51 MB
    12. Overfitting - The Bane of Machine Learning.mp4 66.33 MB
    17. Ensemble Learning continued - Bagging, Boosting and Stacking.mp4 65.52 MB
    10. Titanic : Decision Trees predict Survival (Kaggle) - II.mp4 63.81 MB
    02. Planting the seed - What are Decision Trees.mp4 58.93 MB
    01. You, This Course, and Us.mp4 56.36 MB
    07. Back to Basics : Numpy in Python.mp4 54.48 MB
    06. Installing Python - Anaconda and Pip.mp4 54.39 MB
    14. Cross-Validation.mp4 54.02 MB
    16. The Wisdom Of Crowds - Ensemble Learning.mp4 50.54 MB
    11. Titanic : Decision Trees predict Survival (Kaggle) - III.mp4 49.83 MB
    18. Random Forests - Much more than trees.mp4 46.78 MB
    08. Back to Basics : Numpy and Scipy in Python.mp4 39.07 MB
    13. Overfitting Continued.mp4 37.94 MB
    05. Decision Tree Algorithms.mp4 27.74 MB
    15. Simplicity is a virtue - Regularization.mp4 20.7 MB
    00. slides - decision trees.pdf 18.68 MB
    00. slides - overfitting.pdf 2.81 MB
    RandomForest-Python2.py 17.48 KB
    RandomForest-Python3.py 17.48 KB
    DecisionTree-Drill-Python2.py 12.3 KB
    DecisionTree-Drill-Python3.py 12.19 KB
    Numpy-Python3.py 7.07 KB
    Numpy-Python2.py 7.05 KB

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